To provide automated access to multiple analysis tools, such as discrete event simulation or optimization, we apply model-based systems engineering (MBSE) methodologies to construct a SCOR\®-compliant supply chain reference architecture using OMG SysML\™. From the conceptual model, we formulate reusable transformations and then demonstrate the methodology to generate simulations of inventory models.